A new algebraic geometry algorithm for integer programming

A new algebraic geometry algorithm for integer programming

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Article ID: iaor20012525
Country: United States
Volume: 46
Issue: 7
Start Page Number: 999
End Page Number: 1008
Publication Date: Jul 2000
Journal: Management Science
Authors: , ,
Keywords: computational analysis
Abstract:

We propose a new algorithm for solving integer programming (IP) problems that is based on ideas from algebraic geometry. The method provides a natural generalization of the Farkas lemma for IP, leads to a way of performing sensitivity analysis, offers a systematic enumeration of all feasible solutions, and gives structural information of the feasible set of a given IP. We provide several examples that offer insights on the algorithm and its properties.

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